Quantum machine learning slashes currency prediction time from hours to seconds. JP Morgan’s quantum AI prototype solved a USD/CNH volatility model in 53 seconds—63x faster than classical systems. Early adopters gain arbitrage advantages in illiquid pairs. Will quantum supremacy widen the forex tech gap between institutions?